{"id":"W4243014172","doi":"10.2320/materia.44.296","title":"","year":2005,"lang":"ja","type":"article","venue":"Materia Japan","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002012643,0.001995423,0.001782988,0.0007554928,0.0009622212,0.002781876,0.002242868,0.0007751102,0.009205629],"category_scores_gemma":[0.0001635219,0.002218321,0.0004718386,0.001273607,0.000819358,0.0030687,0.001253632,0.000611796,0.151571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644073,"about_ca_system_score_gemma":0.0001800654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097188,"about_ca_topic_score_gemma":0.0009731871,"domain_scores_codex":[0.9880061,0.00120922,0.002475183,0.002396786,0.001543792,0.00436892],"domain_scores_gemma":[0.9935907,0.00009173996,0.001032038,0.003432043,0.0003298847,0.001523594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001735633,0.001539651,0.0120521,0.0003283785,0.0003668462,0.00005770537,0.02416085,0.0002006696,0.9497506,0.0006730176,0.005828811,0.003305729],"study_design_scores_gemma":[0.006579065,0.0006558686,0.3047039,0.0004773797,0.0004938818,0.0004682347,0.003955096,0.001019809,0.5758958,0.00008472415,0.1028006,0.00286565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982616,0.0007667011,0.000003397879,0.007244063,0.002259779,0.001566803,0.001950149,0.001912237,0.001680868],"genre_scores_gemma":[0.9849942,0.00005527469,0.004047188,0.002099091,0.004383852,0.0001967426,0.0003215716,0.001198402,0.002703632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3738548,"threshold_uncertainty_score":0.9992788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327358909484706,"score_gpt":0.2457457838920742,"score_spread":0.2324721947972271,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}